Pandas Profiling Report

Dataset statistics

Number of variables	34
Number of observations	2119
Missing cells	2
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	563.0 KiB
Average record size in memory	272.1 B

Variable types

Numeric	29
Categorical	5

Warnings

`time` has a high cardinality: 2119 distinct values	High cardinality
`level_0` is highly correlated with `df_index` and 6 other fields	High correlation
`df_index` is highly correlated with `level_0` and 6 other fields	High correlation
`open` is highly correlated with `level_0` and 6 other fields	High correlation
`high` is highly correlated with `level_0` and 6 other fields	High correlation
`low` is highly correlated with `level_0` and 6 other fields	High correlation
`close` is highly correlated with `level_0` and 6 other fields	High correlation
`volume` is highly correlated with `pvo12-26`	High correlation
`sma5-20` is highly correlated with `sma8-15` and 9 other fields	High correlation
`sma8-15` is highly correlated with `sma5-20` and 12 other fields	High correlation
`sma20-50` is highly correlated with `sma5-20` and 4 other fields	High correlation
`ema5-20` is highly correlated with `sma5-20` and 12 other fields	High correlation
`macd` is highly correlated with `sma5-20` and 7 other fields	High correlation
`ao14` is highly correlated with `sma5-20` and 9 other fields	High correlation
`wd14` is highly correlated with `ao14` and 6 other fields	High correlation
`ppo12-26` is highly correlated with `sma8-15` and 9 other fields	High correlation
`rsi14` is highly correlated with `sma8-15` and 9 other fields	High correlation
`mfi14` is highly correlated with `sma5-20` and 9 other fields	High correlation
`tsi` is highly correlated with `sma8-15` and 10 other fields	High correlation
`so14` is highly correlated with `sma5-20` and 9 other fields	High correlation
`cmo14` is highly correlated with `sma5-20` and 9 other fields	High correlation
`pvo12-26` is highly correlated with `volume`	High correlation
`obv` is highly correlated with `level_0` and 6 other fields	High correlation
`fi13` is highly correlated with `sma5-20` and 3 other fields	High correlation
`fi50` is highly correlated with `sma5-20` and 4 other fields	High correlation
`market_cap` is highly correlated with `level_0` and 6 other fields	High correlation
`return` is highly correlated with `close_buy_indicator` and 1 other fields	High correlation
`close_buy_indicator` is highly correlated with `return`	High correlation
`close_short_indicator` is highly correlated with `return`	High correlation
`level_0` is highly correlated with `df_index` and 5 other fields	High correlation
`df_index` is highly correlated with `level_0` and 5 other fields	High correlation
`open` is highly correlated with `level_0` and 6 other fields	High correlation
`high` is highly correlated with `level_0` and 6 other fields	High correlation
`low` is highly correlated with `level_0` and 6 other fields	High correlation
`close` is highly correlated with `level_0` and 6 other fields	High correlation
`volume` is highly correlated with `market_cap`	High correlation
`sma5-20` is highly correlated with `sma8-15` and 12 other fields	High correlation
`sma8-15` is highly correlated with `sma5-20` and 13 other fields	High correlation
`sma20-50` is highly correlated with `sma8-15` and 6 other fields	High correlation
`ema5-20` is highly correlated with `sma5-20` and 13 other fields	High correlation
`macd` is highly correlated with `sma5-20` and 13 other fields	High correlation
`ao14` is highly correlated with `sma5-20` and 11 other fields	High correlation
`wd14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`ppo12-26` is highly correlated with `sma5-20` and 13 other fields	High correlation
`rsi14` is highly correlated with `sma5-20` and 13 other fields	High correlation
`mfi14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`tsi` is highly correlated with `sma5-20` and 13 other fields	High correlation
`so14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`cmo14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`obv` is highly correlated with `open` and 4 other fields	High correlation
`fi13` is highly correlated with `sma5-20` and 12 other fields	High correlation
`fi50` is highly correlated with `sma5-20` and 12 other fields	High correlation
`market_cap` is highly correlated with `level_0` and 7 other fields	High correlation
`return` is highly correlated with `close_buy_indicator` and 1 other fields	High correlation
`close_buy_indicator` is highly correlated with `return`	High correlation
`close_short_indicator` is highly correlated with `return`	High correlation
`level_0` is highly correlated with `df_index` and 4 other fields	High correlation
`df_index` is highly correlated with `level_0` and 4 other fields	High correlation
`open` is highly correlated with `level_0` and 6 other fields	High correlation
`high` is highly correlated with `level_0` and 6 other fields	High correlation
`low` is highly correlated with `level_0` and 6 other fields	High correlation
`close` is highly correlated with `level_0` and 6 other fields	High correlation
`sma5-20` is highly correlated with `sma8-15` and 11 other fields	High correlation
`sma8-15` is highly correlated with `sma5-20` and 12 other fields	High correlation
`sma20-50` is highly correlated with `sma8-15` and 5 other fields	High correlation
`ema5-20` is highly correlated with `sma5-20` and 12 other fields	High correlation
`macd` is highly correlated with `sma5-20` and 7 other fields	High correlation
`ao14` is highly correlated with `sma5-20` and 7 other fields	High correlation
`wd14` is highly correlated with `sma8-15` and 7 other fields	High correlation
`ppo12-26` is highly correlated with `sma5-20` and 9 other fields	High correlation
`rsi14` is highly correlated with `sma5-20` and 12 other fields	High correlation
`mfi14` is highly correlated with `sma5-20` and 5 other fields	High correlation
`tsi` is highly correlated with `sma5-20` and 9 other fields	High correlation
`so14` is highly correlated with `sma5-20` and 10 other fields	High correlation
`cmo14` is highly correlated with `sma5-20` and 10 other fields	High correlation
`obv` is highly correlated with `open` and 4 other fields	High correlation
`fi13` is highly correlated with `sma5-20` and 7 other fields	High correlation
`fi50` is highly correlated with `sma5-20` and 8 other fields	High correlation
`market_cap` is highly correlated with `open` and 4 other fields	High correlation
`cmo14` is highly correlated with `sma5-20` and 9 other fields	High correlation
`sma5-20` is highly correlated with `cmo14` and 20 other fields	High correlation
`macd` is highly correlated with `sma5-20` and 19 other fields	High correlation
`open` is highly correlated with `sma5-20` and 12 other fields	High correlation
`level_0` is highly correlated with `sma5-20` and 16 other fields	High correlation
`ppo12-26` is highly correlated with `cmo14` and 18 other fields	High correlation
`ao14` is highly correlated with `cmo14` and 7 other fields	High correlation
`close_short_indicator` is highly correlated with `return`	High correlation
`low` is highly correlated with `sma5-20` and 12 other fields	High correlation
`volume` is highly correlated with `market_cap` and 2 other fields	High correlation
`df_index` is highly correlated with `sma5-20` and 16 other fields	High correlation
`high` is highly correlated with `sma5-20` and 12 other fields	High correlation
`sma8-15` is highly correlated with `cmo14` and 19 other fields	High correlation
`close` is highly correlated with `sma5-20` and 12 other fields	High correlation
`obv` is highly correlated with `sma5-20` and 16 other fields	High correlation
`market_cap` is highly correlated with `sma5-20` and 15 other fields	High correlation
`rsi14` is highly correlated with `cmo14` and 15 other fields	High correlation
`ema5-20` is highly correlated with `cmo14` and 20 other fields	High correlation
`pvo12-26` is highly correlated with `ppo12-26` and 5 other fields	High correlation
`atrp14` is highly correlated with `macd` and 6 other fields	High correlation
`tsi` is highly correlated with `cmo14` and 18 other fields	High correlation
`return` is highly correlated with `close_short_indicator` and 3 other fields	High correlation
`fi50` is highly correlated with `sma5-20` and 18 other fields	High correlation
`sma20-50` is highly correlated with `sma5-20` and 15 other fields	High correlation
`mfi14` is highly correlated with `cmo14` and 10 other fields	High correlation
`adx14` is highly correlated with `ppo12-26` and 3 other fields	High correlation
`close_buy_indicator` is highly correlated with `return`	High correlation
`so14` is highly correlated with `cmo14` and 10 other fields	High correlation
`fi13` is highly correlated with `sma5-20` and 7 other fields	High correlation
`wd14` is highly correlated with `cmo14` and 9 other fields	High correlation
`level_0` is uniformly distributed	Uniform
`df_index` is uniformly distributed	Uniform
`time` is uniformly distributed	Uniform
`level_0` has unique values	Unique
`df_index` has unique values	Unique
`time` has unique values	Unique
`sma5-20` has unique values	Unique
`sma8-15` has unique values	Unique
`sma20-50` has unique values	Unique
`ema5-20` has unique values	Unique
`macd` has unique values	Unique
`adx14` has unique values	Unique
`wd14` has unique values	Unique
`ppo12-26` has unique values	Unique
`mfi14` has unique values	Unique
`tsi` has unique values	Unique
`so14` has unique values	Unique
`cmo14` has unique values	Unique
`atrp14` has unique values	Unique
`pvo12-26` has unique values	Unique
`fi13` has unique values	Unique
`fi50` has unique values	Unique

Reproduction

Analysis started	2022-06-15 11:14:05.564849
Analysis finished	2022-06-15 11:15:36.391899
Duration	1 minute and 30.83 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

level_0
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1153

Minimum	94
Maximum	2212
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	94
5-th percentile	199.9
Q1	623.5
median	1153
Q3	1682.5
95-th percentile	2106.1
Maximum	2212
Range	2118
Interquartile range (IQR)	1059

Descriptive statistics

Standard deviation	611.8469307
Coefficient of variation (CV)	0.5306564881
Kurtosis	-1.2
Mean	1153
Median Absolute Deviation (MAD)	530
Skewness	0
Sum	2443207
Variance	374356.6667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2047	1	< 0.1%
1350	1	< 0.1%
1322	1	< 0.1%
1324	1	< 0.1%
1326	1	< 0.1%
1328	1	< 0.1%
1330	1	< 0.1%
1332	1	< 0.1%
1334	1	< 0.1%
1336	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
94	1	< 0.1%
95	1	< 0.1%
96	1	< 0.1%
97	1	< 0.1%
98	1	< 0.1%
99	1	< 0.1%
100	1	< 0.1%
101	1	< 0.1%
102	1	< 0.1%
103	1	< 0.1%

Value	Count	Frequency (%)
2212	1	< 0.1%
2211	1	< 0.1%
2210	1	< 0.1%
2209	1	< 0.1%
2208	1	< 0.1%
2207	1	< 0.1%
2206	1	< 0.1%
2205	1	< 0.1%
2204	1	< 0.1%
2203	1	< 0.1%

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1153

Minimum	94
Maximum	2212
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	94
5-th percentile	199.9
Q1	623.5
median	1153
Q3	1682.5
95-th percentile	2106.1
Maximum	2212
Range	2118
Interquartile range (IQR)	1059

Descriptive statistics

Standard deviation	611.8469307
Coefficient of variation (CV)	0.5306564881
Kurtosis	-1.2
Mean	1153
Median Absolute Deviation (MAD)	530
Skewness	0
Sum	2443207
Variance	374356.6667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2047	1	< 0.1%
1350	1	< 0.1%
1322	1	< 0.1%
1324	1	< 0.1%
1326	1	< 0.1%
1328	1	< 0.1%
1330	1	< 0.1%
1332	1	< 0.1%
1334	1	< 0.1%
1336	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
94	1	< 0.1%
95	1	< 0.1%
96	1	< 0.1%
97	1	< 0.1%
98	1	< 0.1%
99	1	< 0.1%
100	1	< 0.1%
101	1	< 0.1%
102	1	< 0.1%
103	1	< 0.1%

Value	Count	Frequency (%)
2212	1	< 0.1%
2211	1	< 0.1%
2210	1	< 0.1%
2209	1	< 0.1%
2208	1	< 0.1%
2207	1	< 0.1%
2206	1	< 0.1%
2205	1	< 0.1%
2204	1	< 0.1%
2203	1	< 0.1%

time
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

2021-05-31 00:00:00	1
2019-03-02 00:00:00	1
2017-03-09 00:00:00	1
2022-01-02 00:00:00	1
2016-09-04 00:00:00	1
Other values (2114)	2114

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	40261
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2119 ?
Unique (%)	100.0%

Sample

1st row	2016-06-13 00:00:00
2nd row	2016-06-14 00:00:00
3rd row	2016-06-15 00:00:00
4th row	2016-06-16 00:00:00
5th row	2016-06-17 00:00:00

Common Values

Value	Count	Frequency (%)
2021-05-31 00:00:00	1	< 0.1%
2019-03-02 00:00:00	1	< 0.1%
2017-03-09 00:00:00	1	< 0.1%
2022-01-02 00:00:00	1	< 0.1%
2016-09-04 00:00:00	1	< 0.1%
2018-07-20 00:00:00	1	< 0.1%
2017-06-05 00:00:00	1	< 0.1%
2021-01-12 00:00:00	1	< 0.1%
2020-04-19 00:00:00	1	< 0.1%
2016-11-22 00:00:00	1	< 0.1%
Other values (2109)	2109	99.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
00:00:00	2119	50.0%
2022-02-28	1	< 0.1%
2018-08-22	1	< 0.1%
2016-12-14	1	< 0.1%
2021-12-04	1	< 0.1%
2019-11-20	1	< 0.1%
2017-02-05	1	< 0.1%
2016-06-17	1	< 0.1%
2021-04-21	1	< 0.1%
2018-05-14	1	< 0.1%
Other values (2110)	2110	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	17777	44.2%
2	4290	10.7%
-	4238	10.5%
:	4238	10.5%
1	3527	8.8%
	2119	5.3%
7	760	1.9%
8	760	1.9%
9	749	1.9%
6	579	1.4%
Other values (3)	1224	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	29666	73.7%
Dash Punctuation	4238	10.5%
Other Punctuation	4238	10.5%
Space Separator	2119	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	17777	59.9%
2	4290	14.5%
1	3527	11.9%
7	760	2.6%
8	760	2.6%
9	749	2.5%
6	579	2.0%
3	500	1.7%
5	364	1.2%
4	360	1.2%

Dash Punctuation

Value	Count	Frequency (%)
-	4238	100.0%

Space Separator

Value	Count	Frequency (%)
	2119	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	4238	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	40261	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	17777	44.2%
2	4290	10.7%
-	4238	10.5%
:	4238	10.5%
1	3527	8.8%
	2119	5.3%
7	760	1.9%
8	760	1.9%
9	749	1.9%
6	579	1.4%
Other values (3)	1224	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40261	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	17777	44.2%
2	4290	10.7%
-	4238	10.5%
:	4238	10.5%
1	3527	8.8%
	2119	5.3%
7	760	1.9%
8	760	1.9%
9	749	1.9%
6	579	1.4%
Other values (3)	1224	3.0%

open
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2089
Distinct (%)	98.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	809.5576589

Minimum	6.758
Maximum	4807.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	6.758
5-th percentile	10.8891
Q1	148.085
median	269.64
Q3	743.485
95-th percentile	3539.32
Maximum	4807.1
Range	4800.342
Interquartile range (IQR)	595.4

Descriptive statistics

Standard deviation	1149.442401
Coefficient of variation (CV)	1.419840067
Kurtosis	1.892866772
Mean	809.5576589
Median Absolute Deviation (MAD)	180.48
Skewness	1.761936651
Sum	1715452.679
Variance	1321217.832
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.165	7	0.3%
311	2	0.1%
180.45	2	0.1%
10.977	2	0.1%
238.56	2	0.1%
10.509	2	0.1%
179.99	2	0.1%
11.447	2	0.1%
2441.6	2	0.1%
178.52	2	0.1%
Other values (2079)	2094	98.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.758	1	< 0.1%
7.232	1	< 0.1%
7.2431	1	< 0.1%
7.251	1	< 0.1%
7.263	1	< 0.1%
7.33	1	< 0.1%
7.5	1	< 0.1%
7.55	1	< 0.1%
7.571	1	< 0.1%
7.602	1	< 0.1%

Value	Count	Frequency (%)
4807.1	1	< 0.1%
4731.58	1	< 0.1%
4721.07	1	< 0.1%
4667.79	1	< 0.1%
4645.58	1	< 0.1%
4631.27	1	< 0.1%
4629.8	1	< 0.1%
4625.22211	1	< 0.1%
4617.27	1	< 0.1%
4606.07	1	< 0.1%

high
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2044
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	840.4295281

Minimum	7.33
Maximum	4868.79
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	7.33
5-th percentile	11.1799
Q1	153.74
median	280.5
Q3	773.305
95-th percentile	3611.267
Maximum	4868.79
Range	4861.46
Interquartile range (IQR)	619.565

Descriptive statistics

Standard deviation	1187.935232
Coefficient of variation (CV)	1.413485834
Kurtosis	1.802991401
Mean	840.4295281
Median Absolute Deviation (MAD)	187.508
Skewness	1.742142324
Sum	1780870.17
Variance	1411190.116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.165	7	0.3%
12.2	3	0.1%
247	3	0.1%
13	3	0.1%
215	3	0.1%
170	3	0.1%
230	3	0.1%
488	3	0.1%
312	3	0.1%
239.46	2	0.1%
Other values (2034)	2086	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.33	2	0.1%
7.35	1	< 0.1%
7.351	1	< 0.1%
7.567	1	< 0.1%
7.6239	1	< 0.1%
7.7759	1	< 0.1%
7.8018	1	< 0.1%
7.8279	1	< 0.1%
7.8785	1	< 0.1%
7.906	1	< 0.1%

Value	Count	Frequency (%)
4868.79	1	< 0.1%
4842.65	1	< 0.1%
4825	1	< 0.1%
4810.93	1	< 0.1%
4784.5	1	< 0.1%
4783.27	1	< 0.1%
4771.23	1	< 0.1%
4759	1	< 0.1%
4708.6	1	< 0.1%
4695.07	1	< 0.1%

low
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2044
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	773.6374209

Minimum	5.861
Maximum	4697.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	5.861
5-th percentile	10.5091
Q1	141.535
median	258.37
Q3	706.485
95-th percentile	3370.7441
Maximum	4697.9
Range	4692.039
Interquartile range (IQR)	564.95

Descriptive statistics

Standard deviation	1103.069841
Coefficient of variation (CV)	1.425822758
Kurtosis	1.977052158
Mean	773.6374209
Median Absolute Deviation (MAD)	174.36
Skewness	1.781309218
Sum	1639337.695
Variance	1216763.074
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.165	7	0.3%
11.6	4	0.2%
277	4	0.2%
11.99	3	0.1%
2300	3	0.1%
12.7	3	0.1%
380.5	3	0.1%
321.5	2	0.1%
10.376	2	0.1%
218.12	2	0.1%
Other values (2034)	2086	98.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.861	1	< 0.1%
6.3822	1	< 0.1%
7.05	1	< 0.1%
7.07	1	< 0.1%
7.0829	1	< 0.1%
7.1	2	0.1%
7.1091	1	< 0.1%
7.2	1	< 0.1%
7.279	1	< 0.1%
7.3421	1	< 0.1%

Value	Count	Frequency (%)
4697.9	1	< 0.1%
4614.52139	1	< 0.1%
4586.8	1	< 0.1%
4577.5	1	< 0.1%
4535.2	1	< 0.1%
4524.86	1	< 0.1%
4514.7	1	< 0.1%
4508.42	1	< 0.1%
4506.2	1	< 0.1%
4455.14	1	< 0.1%

close
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2076
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	810.9640021

Minimum	6.7601
Maximum	4811.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	6.7601
5-th percentile	10.8318
Q1	148.1394172
median	270.96
Q3	745.13
95-th percentile	3530.864
Maximum	4811.9
Range	4805.1399
Interquartile range (IQR)	596.9905829

Descriptive statistics

Standard deviation	1150.133708
Coefficient of variation (CV)	1.418230285
Kurtosis	1.868562882
Mean	810.9640021
Median Absolute Deviation (MAD)	180.509
Skewness	1.756403652
Sum	1718432.72
Variance	1322807.547
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.165	8	0.4%
174.35	2	0.1%
11.498	2	0.1%
11.044	2	0.1%
11.345	2	0.1%
214.12	2	0.1%
2665.95	2	0.1%
233.1	2	0.1%
127.09	2	0.1%
13.219	2	0.1%
Other values (2066)	2093	98.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.7601	1	< 0.1%
7.181	1	< 0.1%
7.21	1	< 0.1%
7.2491	1	< 0.1%
7.2711	1	< 0.1%
7.2999	1	< 0.1%
7.4656	1	< 0.1%
7.576	1	< 0.1%
7.6179	1	< 0.1%
7.673	1	< 0.1%

Value	Count	Frequency (%)
4811.9	1	< 0.1%
4731.59	1	< 0.1%
4721.88	1	< 0.1%
4667.34	1	< 0.1%
4644.44	1	< 0.1%
4632.22	1	< 0.1%
4630.31	1	< 0.1%
4627.03	1	< 0.1%
4617.02	1	< 0.1%
4606.07	1	< 0.1%

volume
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2108
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	452803.1936

Minimum	0
Maximum	4920941.721
Zeros	12
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	59987.57517
Q1	199074.7933
median	327042.8279
Q3	557444.5666
95-th percentile	1259890.238
Maximum	4920941.721
Range	4920941.721
Interquartile range (IQR)	358369.7734

Descriptive statistics

Standard deviation	418085.3077
Coefficient of variation (CV)	0.9233267644
Kurtosis	14.17397537
Mean	452803.1936
Median Absolute Deviation (MAD)	159745.5909
Skewness	2.826117511
Sum	959489967.3
Variance	1.747953245 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	0.6%
219408.2705	1	< 0.1%
156654.0703	1	< 0.1%
816723.3832	1	< 0.1%
183847.7622	1	< 0.1%
368785.7325	1	< 0.1%
471716.0693	1	< 0.1%
425649.5849	1	< 0.1%
386837.9337	1	< 0.1%
106852.4114	1	< 0.1%
Other values (2098)	2098	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12	0.6%
6906.138096	1	< 0.1%
7367.334467	1	< 0.1%
8865.54908	1	< 0.1%
9514.471439	1	< 0.1%
9807.817805	1	< 0.1%
10026.79891	1	< 0.1%
10155.86959	1	< 0.1%
10654.0302	1	< 0.1%
11929.15366	1	< 0.1%

Value	Count	Frequency (%)
4920941.721	1	< 0.1%
4047735.154	1	< 0.1%
3365260.693	1	< 0.1%
3200524.425	1	< 0.1%
2881252.243	1	< 0.1%
2624276.307	1	< 0.1%
2568568.275	1	< 0.1%
2492088.745	1	< 0.1%
2485677.692	1	< 0.1%
2387956.875	1	< 0.1%

sma5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.04081109

Minimum	-955.1099
Maximum	799.65025
Zeros	0
Zeros (%)	0.0%
Negative	947
Negative (%)	44.7%
Memory size	16.7 KiB

Quantile statistics

Minimum	-955.1099
5-th percentile	-164.1542207
Q1	-12.04914366
median	0.78104
Q3	22.74353213
95-th percentile	249.24405
Maximum	799.65025
Range	1754.76015
Interquartile range (IQR)	34.79267579

Descriptive statistics

Standard deviation	129.2434665
Coefficient of variation (CV)	11.70597571
Kurtosis	11.08739602
Mean	11.04081109
Median Absolute Deviation (MAD)	17.51464739
Skewness	0.07449464292
Sum	23395.4787
Variance	16703.87362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-6.604	1	< 0.1%
-6.9525	1	< 0.1%
-235.362	1	< 0.1%
11.4305	1	< 0.1%
-13.3492163	1	< 0.1%
-0.5924	1	< 0.1%
0.1911436145	1	< 0.1%
-0.511515	1	< 0.1%
-4.950900727	1	< 0.1%
26.46116443	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-955.1099	1	< 0.1%
-883.7434	1	< 0.1%
-856.0739	1	< 0.1%
-766.2574	1	< 0.1%
-735.9549	1	< 0.1%
-608.4562	1	< 0.1%
-601.126	1	< 0.1%
-547.5295	1	< 0.1%
-521.216	1	< 0.1%
-503.4025	1	< 0.1%

Value	Count	Frequency (%)
799.65025	1	< 0.1%
796.66575	1	< 0.1%
753.34975	1	< 0.1%
750.29625	1	< 0.1%
701.0109	1	< 0.1%
689.60275	1	< 0.1%
688.1484	1	< 0.1%
639.9234	1	< 0.1%
626.82725	1	< 0.1%
583.7131	1	< 0.1%

sma8-15
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.002548925

Minimum	-268.0788406
Maximum	316.2684604
Zeros	0
Zeros (%)	0.0%
Negative	961
Negative (%)	45.4%
Memory size	16.7 KiB

Quantile statistics

Minimum	-268.0788406
5-th percentile	-58.05887794
Q1	-4.791887209
median	0.2733643246
Q3	9.200275188
95-th percentile	92.13649406
Maximum	316.2684604
Range	584.3473009
Interquartile range (IQR)	13.9921624

Descriptive statistics

Standard deviation	47.74049888
Coefficient of variation (CV)	9.543234779
Kurtosis	8.795348085
Mean	5.002548925
Median Absolute Deviation (MAD)	6.825592905
Skewness	0.7193640445
Sum	10600.40117
Variance	2279.155233
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.880829591	1	< 0.1%
4.605491293	1	< 0.1%
-1.461516931	1	< 0.1%
94.03723049	1	< 0.1%
-21.05917	1	< 0.1%
15.24704919	1	< 0.1%
2.792932255	1	< 0.1%
1.140898174	1	< 0.1%
-133.7758094	1	< 0.1%
1.71251432	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-268.0788406	1	< 0.1%
-239.1335959	1	< 0.1%
-220.5772065	1	< 0.1%
-212.4834084	1	< 0.1%
-212.1681355	1	< 0.1%
-207.2835379	1	< 0.1%
-206.3756521	1	< 0.1%
-200.3406679	1	< 0.1%
-200.2779944	1	< 0.1%
-188.9872188	1	< 0.1%

Value	Count	Frequency (%)
316.2684604	1	< 0.1%
298.4538468	1	< 0.1%
292.9969108	1	< 0.1%
285.2496984	1	< 0.1%
276.0209268	1	< 0.1%
247.2484859	1	< 0.1%
245.7997161	1	< 0.1%
242.4901718	1	< 0.1%
241.4090348	1	< 0.1%
233.0312233	1	< 0.1%

sma20-50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.48684716

Minimum	-452.0867804
Maximum	611.5988848
Zeros	0
Zeros (%)	0.0%
Negative	896
Negative (%)	42.3%
Memory size	16.7 KiB

Quantile statistics

Minimum	-452.0867804
5-th percentile	-140.605278
Q1	-11.2146096
median	1.864433771
Q3	30.25349821
95-th percentile	244.652916
Maximum	611.5988848
Range	1063.685665
Interquartile range (IQR)	41.46810781

Descriptive statistics

Standard deviation	110.5169107
Coefficient of variation (CV)	5.394529955
Kurtosis	5.825764883
Mean	20.48684716
Median Absolute Deviation (MAD)	18.91943962
Skewness	0.9447180056
Sum	43411.62913
Variance	12213.98755
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
243.7200967	1	< 0.1%
184.2992452	1	< 0.1%
0.3934359655	1	< 0.1%
-141.5707326	1	< 0.1%
2.257372818	1	< 0.1%
111.270169	1	< 0.1%
-63.10058788	1	< 0.1%
-4.035290997	1	< 0.1%
42.71709072	1	< 0.1%
-1.088954268	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-452.0867804	1	< 0.1%
-449.7549508	1	< 0.1%
-449.2376546	1	< 0.1%
-445.1307575	1	< 0.1%
-437.3523629	1	< 0.1%
-435.0337975	1	< 0.1%
-423.7190857	1	< 0.1%
-419.0330459	1	< 0.1%
-409.5532775	1	< 0.1%
-405.9367912	1	< 0.1%

Value	Count	Frequency (%)
611.5988848	1	< 0.1%
600.6897519	1	< 0.1%
593.941099	1	< 0.1%
593.7461305	1	< 0.1%
585.3822247	1	< 0.1%
584.7087111	1	< 0.1%
552.9521249	1	< 0.1%
548.8009535	1	< 0.1%
527.8876699	1	< 0.1%
519.978384	1	< 0.1%

ema5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.69816718

Minimum	-550.5331535
Maximum	655.0576315
Zeros	0
Zeros (%)	0.0%
Negative	951
Negative (%)	44.9%
Memory size	16.7 KiB

Quantile statistics

Minimum	-550.5331535
5-th percentile	-119.4714955
Q1	-9.449982341
median	0.6304321219
Q3	18.91532021
95-th percentile	190.6502239
Maximum	655.0576315
Range	1205.590785
Interquartile range (IQR)	28.36530255

Descriptive statistics

Standard deviation	98.12985973
Coefficient of variation (CV)	9.172586116
Kurtosis	8.833122888
Mean	10.69816718
Median Absolute Deviation (MAD)	13.99358919
Skewness	0.7586144288
Sum	22669.41625
Variance	9629.46937
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-111.038773	1	< 0.1%
-13.10963137	1	< 0.1%
-118.0669512	1	< 0.1%
3.868094816	1	< 0.1%
-23.49443137	1	< 0.1%
47.80053089	1	< 0.1%
-19.96320747	1	< 0.1%
0.8963599166	1	< 0.1%
-0.1253202582	1	< 0.1%
24.8059799	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-550.5331535	1	< 0.1%
-462.098683	1	< 0.1%
-455.007578	1	< 0.1%
-454.5782896	1	< 0.1%
-446.569269	1	< 0.1%
-437.5772704	1	< 0.1%
-426.2741217	1	< 0.1%
-424.8940093	1	< 0.1%
-409.7858068	1	< 0.1%
-374.9874397	1	< 0.1%

Value	Count	Frequency (%)
655.0576315	1	< 0.1%
616.4742542	1	< 0.1%
610.9729049	1	< 0.1%
577.9891992	1	< 0.1%
573.3941882	1	< 0.1%
508.1015515	1	< 0.1%
497.3023081	1	< 0.1%
496.0857418	1	< 0.1%
495.1148003	1	< 0.1%
480.4243593	1	< 0.1%

macd
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.5888723

Minimum	-322.7567653
Maximum	456.1286212
Zeros	0
Zeros (%)	0.0%
Negative	941
Negative (%)	44.4%
Memory size	16.7 KiB

Quantile statistics

Minimum	-322.7567653
5-th percentile	-89.18357454
Q1	-8.167982607
median	0.5285729544
Q3	16.57154345
95-th percentile	151.2603297
Maximum	456.1286212
Range	778.8853865
Interquartile range (IQR)	24.73952606

Descriptive statistics

Standard deviation	72.54015296
Coefficient of variation (CV)	7.565034833
Kurtosis	7.712259972
Mean	9.5888723
Median Absolute Deviation (MAD)	11.22461962
Skewness	1.074420345
Sum	20318.8204
Variance	5262.073791
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.136704	1	< 0.1%
31.55946122	1	< 0.1%
68.03174164	1	< 0.1%
-8.369016318	1	< 0.1%
-2.922655484	1	< 0.1%
-41.04281351	1	< 0.1%
-32.86809668	1	< 0.1%
20.47069915	1	< 0.1%
8.774722532	1	< 0.1%
8.071508961	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-322.7567653	1	< 0.1%
-320.3770437	1	< 0.1%
-316.6505331	1	< 0.1%
-311.3034216	1	< 0.1%
-306.8484698	1	< 0.1%
-294.2433555	1	< 0.1%
-287.9468041	1	< 0.1%
-277.5918125	1	< 0.1%
-269.7558519	1	< 0.1%
-254.4556826	1	< 0.1%

Value	Count	Frequency (%)
456.1286212	1	< 0.1%
444.7749209	1	< 0.1%
428.6354022	1	< 0.1%
428.0039461	1	< 0.1%
422.2641309	1	< 0.1%
409.330867	1	< 0.1%
394.3630319	1	< 0.1%
381.6825243	1	< 0.1%
357.9182627	1	< 0.1%
341.9807847	1	< 0.1%

ao14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	69
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.158632778

Minimum	-92.85714286
Maximum	92.85714286
Zeros	0
Zeros (%)	0.0%
Negative	931
Negative (%)	43.9%
Memory size	16.7 KiB

Quantile statistics

Minimum	-92.85714286
5-th percentile	-85.71428571
Q1	-50
median	28.57142857
Q3	64.28571429
95-th percentile	92.85714286
Maximum	92.85714286
Range	185.7142857
Interquartile range (IQR)	114.2857143

Descriptive statistics

Standard deviation	59.25974868
Coefficient of variation (CV)	6.470370646
Kurtosis	-1.463836834
Mean	9.158632778
Median Absolute Deviation (MAD)	50
Skewness	-0.1936566236
Sum	19407.14286
Variance	3511.717814
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
92.85714286	109	5.1%
85.71428571	101	4.8%
-42.85714286	82	3.9%
42.85714286	82	3.9%
57.14285714	81	3.8%
78.57142857	79	3.7%
50	77	3.6%
71.42857143	73	3.4%
64.28571429	71	3.4%
-85.71428571	62	2.9%
Other values (59)	1302	61.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-92.85714286	51	2.4%
-85.71428571	62	2.9%
-78.57142857	17	0.8%
-78.57142857	51	2.4%
-71.42857143	56	2.6%
-71.42857143	16	0.8%
-64.28571429	36	1.7%
-64.28571429	47	2.2%
-57.14285714	30	1.4%
-57.14285714	61	2.9%

Value	Count	Frequency (%)
92.85714286	109	5.1%
85.71428571	101	4.8%
78.57142857	37	1.7%
78.57142857	79	3.7%
71.42857143	73	3.4%
71.42857143	18	0.8%
64.28571429	45	2.1%
64.28571429	71	3.4%
57.14285714	34	1.6%
57.14285714	81	3.8%

adx14
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.7756747

Minimum	8.39479208
Maximum	64.54113478
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	8.39479208
5-th percentile	16.33478244
Q1	21.89159486
median	28.86383342
Q3	37.91256232
95-th percentile	52.32309042
Maximum	64.54113478
Range	56.1463427
Interquartile range (IQR)	16.02096746

Descriptive statistics

Standard deviation	11.17460074
Coefficient of variation (CV)	0.3630984813
Kurtosis	-0.2078080921
Mean	30.7756747
Median Absolute Deviation (MAD)	7.789991402
Skewness	0.625911921
Sum	65213.65469
Variance	124.8717018
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.82874931	1	< 0.1%
26.02504942	1	< 0.1%
19.8135257	1	< 0.1%
26.55972995	1	< 0.1%
30.31848939	1	< 0.1%
40.50009929	1	< 0.1%
20.95157815	1	< 0.1%
20.17971184	1	< 0.1%
24.35059862	1	< 0.1%
19.7821406	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8.39479208	1	< 0.1%
8.617907069	1	< 0.1%
8.693277381	1	< 0.1%
9.115019798	1	< 0.1%
9.269015181	1	< 0.1%
9.496863789	1	< 0.1%
9.618396461	1	< 0.1%
9.830273239	1	< 0.1%
9.895936672	1	< 0.1%
9.947752522	1	< 0.1%

Value	Count	Frequency (%)
64.54113478	1	< 0.1%
63.7051674	1	< 0.1%
63.14653071	1	< 0.1%
62.44253901	1	< 0.1%
62.26366605	1	< 0.1%
62.07132017	1	< 0.1%
61.95647861	1	< 0.1%
61.85154121	1	< 0.1%
61.74929543	1	< 0.1%
61.40249956	1	< 0.1%

wd14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.372973177

Minimum	-64.49391712
Maximum	94.53144829
Zeros	0
Zeros (%)	0.0%
Negative	1067
Negative (%)	50.4%
Memory size	16.7 KiB

Quantile statistics

Minimum	-64.49391712
5-th percentile	-31.35689289
Q1	-12.93413676
median	-0.2877805344
Q3	14.3835148
95-th percentile	38.49343219
Maximum	94.53144829
Range	159.0253654
Interquartile range (IQR)	27.31765156

Descriptive statistics

Standard deviation	21.4184264
Coefficient of variation (CV)	15.60003266
Kurtosis	0.6562943561
Mean	1.372973177
Median Absolute Deviation (MAD)	13.67206617
Skewness	0.4133866979
Sum	2909.330163
Variance	458.7489897
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-16.63959332	1	< 0.1%
22.63692214	1	< 0.1%
10.01553711	1	< 0.1%
-33.00265632	1	< 0.1%
12.75087106	1	< 0.1%
7.258741453	1	< 0.1%
28.07963528	1	< 0.1%
-7.631180802	1	< 0.1%
17.03935884	1	< 0.1%
-21.22445478	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-64.49391712	1	< 0.1%
-63.74608443	1	< 0.1%
-59.32157225	1	< 0.1%
-58.34662901	1	< 0.1%
-54.45475337	1	< 0.1%
-54.150726	1	< 0.1%
-54.08336524	1	< 0.1%
-53.87469793	1	< 0.1%
-52.29692515	1	< 0.1%
-49.48124941	1	< 0.1%

Value	Count	Frequency (%)
94.53144829	1	< 0.1%
92.45629018	1	< 0.1%
87.80378043	1	< 0.1%
81.65607096	1	< 0.1%
74.7879962	1	< 0.1%
73.36564348	1	< 0.1%
72.03014697	1	< 0.1%
71.78509358	1	< 0.1%
71.65523074	1	< 0.1%
67.30073025	1	< 0.1%

ppo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.314261858

Minimum	-16.96818818
Maximum	28.43951026
Zeros	0
Zeros (%)	0.0%
Negative	941
Negative (%)	44.4%
Memory size	16.7 KiB

Quantile statistics

Minimum	-16.96818818
5-th percentile	-10.11416091
Q1	-3.237501725
median	0.9132130675
Q3	5.400377881
95-th percentile	13.46103519
Maximum	28.43951026
Range	45.40769844
Interquartile range (IQR)	8.637879606

Descriptive statistics

Standard deviation	7.114855746
Coefficient of variation (CV)	5.413575465
Kurtosis	0.9602805318
Mean	1.314261858
Median Absolute Deviation (MAD)	4.293165966
Skewness	0.4055651854
Sum	2784.920876
Variance	50.62117229
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.566620452	1	< 0.1%
2.473746876	1	< 0.1%
9.759807135	1	< 0.1%
0.09281138175	1	< 0.1%
4.389700109	1	< 0.1%
-0.595254643	1	< 0.1%
3.958451307	1	< 0.1%
4.271800099	1	< 0.1%
2.990508531	1	< 0.1%
-2.030113537	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-16.96818818	1	< 0.1%
-16.89830227	1	< 0.1%
-16.81209108	1	< 0.1%
-16.76099473	1	< 0.1%
-16.7277953	1	< 0.1%
-16.66715446	1	< 0.1%
-16.64434152	1	< 0.1%
-16.62478795	1	< 0.1%
-16.60759332	1	< 0.1%
-16.58894472	1	< 0.1%

Value	Count	Frequency (%)
28.43951026	1	< 0.1%
27.64884842	1	< 0.1%
27.56525953	1	< 0.1%
27.27755192	1	< 0.1%
27.04824143	1	< 0.1%
26.43318783	1	< 0.1%
25.06907631	1	< 0.1%
24.34152872	1	< 0.1%
24.18108561	1	< 0.1%
24.1544212	1	< 0.1%

rsi14
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2109
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.81064721

Minimum	14.60232037
Maximum	94.07813088
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	14.60232037
5-th percentile	31.24766318
Q1	43.06621222
median	51.96334541
Q3	62.30540295
95-th percentile	76.17547006
Maximum	94.07813088
Range	79.47581051
Interquartile range (IQR)	19.23919073

Descriptive statistics

Standard deviation	13.68758698
Coefficient of variation (CV)	0.2591823373
Kurtosis	-0.1978982132
Mean	52.81064721
Median Absolute Deviation (MAD)	9.56488273
Skewness	0.2175562644
Sum	111905.7614
Variance	187.3500373
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.65164309	6	0.3%
44.45612284	2	0.1%
36.65164309	2	0.1%
43.42111411	2	0.1%
63.8551353	2	0.1%
59.57307153	2	0.1%
53.06717263	1	< 0.1%
52.22153052	1	< 0.1%
43.90158552	1	< 0.1%
40.30979179	1	< 0.1%
Other values (2099)	2099	99.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14.60232037	1	< 0.1%
16.06365565	1	< 0.1%
16.72187966	1	< 0.1%
18.05787478	1	< 0.1%
18.59823711	1	< 0.1%
18.63283947	1	< 0.1%
18.73164299	1	< 0.1%
19.52191793	1	< 0.1%
20.55264004	1	< 0.1%
20.72648458	1	< 0.1%

Value	Count	Frequency (%)
94.07813088	1	< 0.1%
92.87161372	1	< 0.1%
91.85022471	1	< 0.1%
90.94799957	1	< 0.1%
90.77000245	1	< 0.1%
90.71834176	1	< 0.1%
90.56466011	1	< 0.1%
89.61685184	1	< 0.1%
89.59119302	1	< 0.1%
89.45798441	1	< 0.1%

mfi14
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5186850305

Minimum	0.01781846126
Maximum	0.9759840764
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0.01781846126
5-th percentile	0.2477843963
Q1	0.3930607088
median	0.5158153118
Q3	0.6374426387
95-th percentile	0.8234442958
Maximum	0.9759840764
Range	0.9581656152
Interquartile range (IQR)	0.2443819299

Descriptive statistics

Standard deviation	0.1758487914
Coefficient of variation (CV)	0.3390280827
Kurtosis	-0.2851610133
Mean	0.5186850305
Median Absolute Deviation (MAD)	0.1222333386
Skewness	0.118701467
Sum	1099.09358
Variance	0.03092279744
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7432118734	1	< 0.1%
0.4364821255	1	< 0.1%
0.583554021	1	< 0.1%
0.2719907504	1	< 0.1%
0.09982578994	1	< 0.1%
0.4405601635	1	< 0.1%
0.510627593	1	< 0.1%
0.517104947	1	< 0.1%
0.3257794194	1	< 0.1%
0.3816620275	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01781846126	1	< 0.1%
0.01870862432	1	< 0.1%
0.02033717816	1	< 0.1%
0.0395201026	1	< 0.1%
0.04111647584	1	< 0.1%
0.04344895155	1	< 0.1%
0.06450588258	1	< 0.1%
0.06902859713	1	< 0.1%
0.07045439527	1	< 0.1%
0.07108902092	1	< 0.1%

Value	Count	Frequency (%)
0.9759840764	1	< 0.1%
0.9710130461	1	< 0.1%
0.9659651841	1	< 0.1%
0.9648455052	1	< 0.1%
0.9639351655	1	< 0.1%
0.9618955986	1	< 0.1%
0.9489888436	1	< 0.1%
0.9488700801	1	< 0.1%
0.9425031034	1	< 0.1%
0.9406615232	1	< 0.1%

tsi
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.571682518

Minimum	-56.4882007
Maximum	72.66615065
Zeros	0
Zeros (%)	0.0%
Negative	942
Negative (%)	44.5%
Memory size	16.7 KiB

Quantile statistics

Minimum	-56.4882007
5-th percentile	-32.08673982
Q1	-10.94509657
median	4.154364589
Q3	22.9804035
95-th percentile	48.56689631
Maximum	72.66615065
Range	129.1543514
Interquartile range (IQR)	33.92550007

Descriptive statistics

Standard deviation	24.42146141
Coefficient of variation (CV)	4.383139443
Kurtosis	-0.3950122678
Mean	5.571682518
Median Absolute Deviation (MAD)	17.06604051
Skewness	0.1740325535
Sum	11806.39526
Variance	596.4077773
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-2.502712591	1	< 0.1%
20.91538839	1	< 0.1%
-27.26363527	1	< 0.1%
6.959775937	1	< 0.1%
4.770403125	1	< 0.1%
39.47549092	1	< 0.1%
9.814406664	1	< 0.1%
18.26204778	1	< 0.1%
47.85817466	1	< 0.1%
-31.05046845	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-56.4882007	1	< 0.1%
-55.3128969	1	< 0.1%
-54.68332647	1	< 0.1%
-54.50422074	1	< 0.1%
-52.55781906	1	< 0.1%
-51.05751282	1	< 0.1%
-50.80250817	1	< 0.1%
-50.69326513	1	< 0.1%
-50.42269718	1	< 0.1%
-48.31235467	1	< 0.1%

Value	Count	Frequency (%)
72.66615065	1	< 0.1%
71.81718641	1	< 0.1%
71.47814124	1	< 0.1%
70.96470528	1	< 0.1%
69.27251754	1	< 0.1%
69.03122256	1	< 0.1%
69.02194853	1	< 0.1%
68.00870591	1	< 0.1%
66.57101216	1	< 0.1%
66.25138813	1	< 0.1%

so14
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.23837159

Minimum	7.121585195
Maximum	96.84615791
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	7.121585195
5-th percentile	17.61238605
Q1	33.67899218
median	57.39696234
Q3	76.386374
95-th percentile	89.55679515
Maximum	96.84615791
Range	89.72457272
Interquartile range (IQR)	42.70738182

Descriptive statistics

Standard deviation	23.93872399
Coefficient of variation (CV)	0.4333712834
Kurtosis	-1.238939899
Mean	55.23837159
Median Absolute Deviation (MAD)	21.1887225
Skewness	-0.1408676754
Sum	117050.1094
Variance	573.0625062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48.24930365	1	< 0.1%
60.70786135	1	< 0.1%
87.67620083	1	< 0.1%
70.07225997	1	< 0.1%
85.96737783	1	< 0.1%
85.26724055	1	< 0.1%
18.1336242	1	< 0.1%
89.41477629	1	< 0.1%
48.04693689	1	< 0.1%
80.52960384	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.121585195	1	< 0.1%
7.218053006	1	< 0.1%
7.372730323	1	< 0.1%
7.438963073	1	< 0.1%
7.441362088	1	< 0.1%
7.639740646	1	< 0.1%
7.664514293	1	< 0.1%
8.113651374	1	< 0.1%
8.529342723	1	< 0.1%
8.582689404	1	< 0.1%

Value	Count	Frequency (%)
96.84615791	1	< 0.1%
96.06758121	1	< 0.1%
95.70384884	1	< 0.1%
95.42785979	1	< 0.1%
95.37044188	1	< 0.1%
95.28593329	1	< 0.1%
95.00748574	1	< 0.1%
94.92053274	1	< 0.1%
94.68934228	1	< 0.1%
94.59569484	1	< 0.1%

cmo14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.254817615

Minimum	-98.89502762
Maximum	99.95627619
Zeros	1
Zeros (%)	< 0.1%
Negative	946
Negative (%)	44.6%
Memory size	16.7 KiB

Quantile statistics

Minimum	-98.89502762
5-th percentile	-52.80822799
Q1	-22.95743249
median	6.544117647
Q3	33.98489526
95-th percentile	68.38920682
Maximum	99.95627619
Range	198.8513038
Interquartile range (IQR)	56.94232775

Descriptive statistics

Standard deviation	36.86529841
Coefficient of variation (CV)	5.893904615
Kurtosis	-0.6297903178
Mean	6.254817615
Median Absolute Deviation (MAD)	28.40859908
Skewness	0.01592508565
Sum	13253.95853
Variance	1359.050227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-26.00736456	1	< 0.1%
-50.73768921	1	< 0.1%
-46.7940811	1	< 0.1%
-29.79343493	1	< 0.1%
93.22171495	1	< 0.1%
-44.54224565	1	< 0.1%
18.66115275	1	< 0.1%
-26.29979743	1	< 0.1%
-14.29848079	1	< 0.1%
35.57561518	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-98.89502762	1	< 0.1%
-89.41972665	1	< 0.1%
-88.26312949	1	< 0.1%
-86.99531564	1	< 0.1%
-86.57300783	1	< 0.1%
-86.13672247	1	< 0.1%
-85.66475396	1	< 0.1%
-85.350091	1	< 0.1%
-82.50356838	1	< 0.1%
-80.0419787	1	< 0.1%

Value	Count	Frequency (%)
99.95627619	1	< 0.1%
95.84446467	1	< 0.1%
95.79753748	1	< 0.1%
95.25340181	1	< 0.1%
93.22171495	1	< 0.1%
93.20211657	1	< 0.1%
92.02620566	1	< 0.1%
90.6577867	1	< 0.1%
89.79690522	1	< 0.1%
88.85471898	1	< 0.1%

atrp14
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.02555335

Minimum	8.114873761
Maximum	72.27657133
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	8.114873761
5-th percentile	11.81630112
Q1	16.08794233
median	21.23800791
Q3	28.51407
95-th percentile	47.1055509
Maximum	72.27657133
Range	64.16169756
Interquartile range (IQR)	12.42612767

Descriptive statistics

Standard deviation	10.89951695
Coefficient of variation (CV)	0.4536635135
Kurtosis	1.70709927
Mean	24.02555335
Median Absolute Deviation (MAD)	5.992855563
Skewness	1.329226318
Sum	50910.14755
Variance	118.7994697
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.48765744	1	< 0.1%
12.51552727	1	< 0.1%
38.55285185	1	< 0.1%
19.51255857	1	< 0.1%
21.2136556	1	< 0.1%
10.77329923	1	< 0.1%
23.78702319	1	< 0.1%
20.30161724	1	< 0.1%
20.24877135	1	< 0.1%
16.75632081	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8.114873761	1	< 0.1%
8.339125789	1	< 0.1%
8.457262935	1	< 0.1%
8.727868428	1	< 0.1%
9.006589628	1	< 0.1%
9.223132324	1	< 0.1%
9.24272403	1	< 0.1%
9.685048512	1	< 0.1%
9.861244386	1	< 0.1%
9.993470411	1	< 0.1%

Value	Count	Frequency (%)
72.27657133	1	< 0.1%
71.61103702	1	< 0.1%
67.77010715	1	< 0.1%
65.82703865	1	< 0.1%
65.59975009	1	< 0.1%
64.99107061	1	< 0.1%
64.64642116	1	< 0.1%
64.39375654	1	< 0.1%
64.25153722	1	< 0.1%
64.14428953	1	< 0.1%

pvo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.937583753

Minimum	-52.7311368
Maximum	65.48423502
Zeros	0
Zeros (%)	0.0%
Negative	1300
Negative (%)	61.3%
Memory size	16.7 KiB

Quantile statistics

Minimum	-52.7311368
5-th percentile	-23.85452648
Q1	-10.74480102
median	-3.768940985
Q3	6.533342681
95-th percentile	23.31016963
Maximum	65.48423502
Range	118.2153718
Interquartile range (IQR)	17.2781437

Descriptive statistics

Standard deviation	14.81163743
Coefficient of variation (CV)	-7.644385646
Kurtosis	1.325176867
Mean	-1.937583753
Median Absolute Deviation (MAD)	8.384025584
Skewness	0.4180800754
Sum	-4105.739973
Variance	219.3846033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.31497752	1	< 0.1%
-33.66408358	1	< 0.1%
-16.63624103	1	< 0.1%
-8.765200853	1	< 0.1%
-0.3204654998	1	< 0.1%
-10.10898713	1	< 0.1%
-1.986115214	1	< 0.1%
-0.5330516634	1	< 0.1%
-10.92020103	1	< 0.1%
11.40806562	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-52.7311368	1	< 0.1%
-52.44675348	1	< 0.1%
-51.90556046	1	< 0.1%
-51.17649363	1	< 0.1%
-50.20793957	1	< 0.1%
-49.85683184	1	< 0.1%
-49.17409944	1	< 0.1%
-47.79271314	1	< 0.1%
-47.14391081	1	< 0.1%
-46.18088448	1	< 0.1%

Value	Count	Frequency (%)
65.48423502	1	< 0.1%
63.3499344	1	< 0.1%
54.97110292	1	< 0.1%
51.83541078	1	< 0.1%
48.96687024	1	< 0.1%
47.84745715	1	< 0.1%
47.54678953	1	< 0.1%
47.31767174	1	< 0.1%
47.18631996	1	< 0.1%
46.95465891	1	< 0.1%

adl
Real number (ℝ_≥0)

Distinct	50
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1488421.515

Minimum	974778.3065
Maximum	3039314.335
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	974778.3065
5-th percentile	1486130.467
Q1	1486130.467
median	1486130.467
Q3	1486130.467
95-th percentile	1486130.467
Maximum	3039314.335
Range	2064536.029
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	75445.63247
Coefficient of variation (CV)	0.05068835121
Kurtosis	142.9069635
Mean	1488421.515
Median Absolute Deviation (MAD)	0
Skewness	7.998861181
Sum	3153965189
Variance	5692043459
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1486130.467	2069	97.6%
2095058.467	2	0.1%
1780144.263	1	< 0.1%
2171308.29	1	< 0.1%
1321503.089	1	< 0.1%
1734975.204	1	< 0.1%
1312729.196	1	< 0.1%
974778.3065	1	< 0.1%
1274507.606	1	< 0.1%
1012770.762	1	< 0.1%
Other values (40)	40	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
974778.3065	1	< 0.1%
987166.3697	1	< 0.1%
989410.6976	1	< 0.1%
1012770.762	1	< 0.1%
1014214.752	1	< 0.1%
1035396.051	1	< 0.1%
1036199.805	1	< 0.1%
1048041.906	1	< 0.1%
1051530.571	1	< 0.1%
1051864.955	1	< 0.1%

Value	Count	Frequency (%)
3039314.335	1	< 0.1%
2429799.57	1	< 0.1%
2409070.194	1	< 0.1%
2367454.117	1	< 0.1%
2212752.651	1	< 0.1%
2179993.473	1	< 0.1%
2171308.29	1	< 0.1%
2171235.059	1	< 0.1%
2103828.398	1	< 0.1%
2095058.467	2	0.1%

obv
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2107
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4789190.193

Minimum	-7404878.112
Maximum	26315630.47
Zeros	0
Zeros (%)	0.0%
Negative	886
Negative (%)	41.8%
Memory size	16.7 KiB

Quantile statistics

Minimum	-7404878.112
5-th percentile	-5684331.035
Q1	-2946263.714
median	2592573.726
Q3	10086898.61
95-th percentile	21124188.93
Maximum	26315630.47
Range	33720508.59
Interquartile range (IQR)	13033162.33

Descriptive statistics

Standard deviation	8731060.11
Coefficient of variation (CV)	1.823076503
Kurtosis	-0.897925662
Mean	4789190.193
Median Absolute Deviation (MAD)	6183002.986
Skewness	0.5511474416
Sum	1.014829402 × 10¹⁰
Variance	7.623141065 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4764560.442	8	0.4%
22436583.23	2	0.1%
20960589.72	2	0.1%
21628502.11	2	0.1%
17043722.66	2	0.1%
21591535.56	2	0.1%
-5527976.597	1	< 0.1%
16756900.62	1	< 0.1%
8098658.963	1	< 0.1%
18278340.73	1	< 0.1%
Other values (2097)	2097	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-7404878.112	1	< 0.1%
-7234763.591	1	< 0.1%
-7203034.559	1	< 0.1%
-7183314.009	1	< 0.1%
-7113221.157	1	< 0.1%
-7088372.337	1	< 0.1%
-7012652.589	1	< 0.1%
-6937858.156	1	< 0.1%
-6904909.554	1	< 0.1%
-6882188.729	1	< 0.1%

Value	Count	Frequency (%)
26315630.47	1	< 0.1%
25474911.25	1	< 0.1%
25030614.3	1	< 0.1%
24784447.47	1	< 0.1%
24505654.12	1	< 0.1%
24278727.46	1	< 0.1%
24270954.21	1	< 0.1%
23790539.46	1	< 0.1%
23668843.51	1	< 0.1%
23639437.79	1	< 0.1%

fi13
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1628702.821

Minimum	-471547119.6
Maximum	109833329
Zeros	0
Zeros (%)	0.0%
Negative	1037
Negative (%)	48.9%
Memory size	16.7 KiB

Quantile statistics

Minimum	-471547119.6
5-th percentile	-19775511.54
Q1	-1707130.464
median	2793.210312
Q3	1252239.892
95-th percentile	15617948.18
Maximum	109833329
Range	581380448.6
Interquartile range (IQR)	2959370.356

Descriptive statistics

Standard deviation	22964727.71
Coefficient of variation (CV)	-14.10001101
Kurtosis	171.6250815
Mean	-1628702.821
Median Absolute Deviation (MAD)	1451193.737
Skewness	-10.381385
Sum	-3451221279
Variance	5.273787189 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-156.7175792	1	< 0.1%
72981.25955	1	< 0.1%
3344258.483	1	< 0.1%
-547460.7692	1	< 0.1%
6966465.621	1	< 0.1%
-52017364.01	1	< 0.1%
-60339008.15	1	< 0.1%
7689076.091	1	< 0.1%
-2048829.527	1	< 0.1%
406646.1871	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-471547119.6	1	< 0.1%
-355780218.4	1	< 0.1%
-340763609.4	1	< 0.1%
-330053004.9	1	< 0.1%
-320060089.1	1	< 0.1%
-168432651	1	< 0.1%
-135665546.5	1	< 0.1%
-134380822.2	1	< 0.1%
-134225953.1	1	< 0.1%
-99541291.6	1	< 0.1%

Value	Count	Frequency (%)
109833329	1	< 0.1%
97508949.61	1	< 0.1%
92981991.68	1	< 0.1%
84693456.92	1	< 0.1%
84224385.56	1	< 0.1%
76207982.69	1	< 0.1%
67883002.63	1	< 0.1%
60731010.68	1	< 0.1%
57407929.36	1	< 0.1%
55753669.89	1	< 0.1%

fi50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2119
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1645450.161

Minimum	-119051173.8
Maximum	49725733.21
Zeros	0
Zeros (%)	0.0%
Negative	1245
Negative (%)	58.8%
Memory size	16.7 KiB

Quantile statistics

Minimum	-119051173.8
5-th percentile	-13032240.53
Q1	-1899403.396
median	-101632.0801
Q3	685101.8385
95-th percentile	8467595.636
Maximum	49725733.21
Range	168776907
Interquartile range (IQR)	2584505.234

Descriptive statistics

Standard deviation	10585876.79
Coefficient of variation (CV)	-6.43342293
Kurtosis	34.79331427
Mean	-1645450.161
Median Absolute Deviation (MAD)	1132482.849
Skewness	-4.126719694
Sum	-3486708890
Variance	1.120607875 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1226471.974	1	< 0.1%
955331.2899	1	< 0.1%
14439.39565	1	< 0.1%
1255466.806	1	< 0.1%
-8173950.869	1	< 0.1%
-1402928.429	1	< 0.1%
363082.1689	1	< 0.1%
679121.3604	1	< 0.1%
-703202.325	1	< 0.1%
-1625836.842	1	< 0.1%
Other values (2109)	2109	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-119051173.8	1	< 0.1%
-113118705.1	1	< 0.1%
-107378681.4	1	< 0.1%
-104590475.6	1	< 0.1%
-85590046.28	1	< 0.1%
-81443883.57	1	< 0.1%
-80439241.49	1	< 0.1%
-78916128.11	1	< 0.1%
-74499889.51	1	< 0.1%
-73653761.16	1	< 0.1%

Value	Count	Frequency (%)
49725733.21	1	< 0.1%
46112099.94	1	< 0.1%
44609684.29	1	< 0.1%
43852251.07	1	< 0.1%
41844981.42	1	< 0.1%
38504339.02	1	< 0.1%
35811412.2	1	< 0.1%
34319612.04	1	< 0.1%
34193611.32	1	< 0.1%
29967395.99	1	< 0.1%

market_cap
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2108
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	371001796.4

Minimum	0
Maximum	7814400435
Zeros	12
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	681819.6511
Q1	41077754.24
median	101816406.9
Q3	405017667.9
95-th percentile	1561680581
Maximum	7814400435
Range	7814400435
Interquartile range (IQR)	363939913.6

Descriptive statistics

Standard deviation	633983524.7
Coefficient of variation (CV)	1.708842197
Kurtosis	20.40764031
Mean	371001796.4
Median Absolute Deviation (MAD)	88130449.69
Skewness	3.604561475
Sum	7.861528065 × 10¹¹
Variance	4.019351095 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	0.6%
93616448.93	1	< 0.1%
233495164.9	1	< 0.1%
70304601.17	1	< 0.1%
64310020.48	1	< 0.1%
336428.7052	1	< 0.1%
687492.263	1	< 0.1%
106798475.4	1	< 0.1%
142638890.7	1	< 0.1%
277886402.7	1	< 0.1%
Other values (2098)	2098	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12	0.6%
74410.07812	1	< 0.1%
76271.38913	1	< 0.1%
79236.09456	1	< 0.1%
87910.86176	1	< 0.1%
91909.14731	1	< 0.1%
108223.116	1	< 0.1%
111738.647	1	< 0.1%
113444.1135	1	< 0.1%
115331.0576	1	< 0.1%

Value	Count	Frequency (%)
7814400435	1	< 0.1%
5174105428	1	< 0.1%
4916947340	1	< 0.1%
4900391434	1	< 0.1%
4754968116	1	< 0.1%
4488449172	1	< 0.1%
4352070704	1	< 0.1%
4303444865	1	< 0.1%
4148693310	1	< 0.1%
4144911855	1	< 0.1%

return
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2108
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0007627693977

Minimum	-0.2834095592
Maximum	0.4968232912
Zeros	12
Zeros (%)	0.6%
Negative	1103
Negative (%)	52.1%
Memory size	16.7 KiB

Quantile statistics

Minimum	-0.2834095592
5-th percentile	-0.0857769829
Q1	-0.02926241274
median	-0.002085609296
Q3	0.02259263333
95-th percentile	0.09118398025
Maximum	0.4968232912
Range	0.7802328504
Interquartile range (IQR)	0.05185504606

Descriptive statistics

Standard deviation	0.05774991413
Coefficient of variation (CV)	-75.71084301
Kurtosis	8.24242516
Mean	-0.0007627693977
Median Absolute Deviation (MAD)	0.02591320467
Skewness	1.02411722
Sum	-1.616308354
Variance	0.003335052582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	0.6%
-0.1270860077	1	< 0.1%
0.04406615831	1	< 0.1%
0.03389251451	1	< 0.1%
0.0468366478	1	< 0.1%
0.03118467496	1	< 0.1%
0.07065798426	1	< 0.1%
-0.008622009614	1	< 0.1%
-0.009422164726	1	< 0.1%
-0.1402974383	1	< 0.1%
Other values (2098)	2098	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.2834095592	1	< 0.1%
-0.2163105916	1	< 0.1%
-0.2078914018	1	< 0.1%
-0.2038555942	1	< 0.1%
-0.20373526	1	< 0.1%
-0.2015198153	1	< 0.1%
-0.1987789694	1	< 0.1%
-0.1950004448	1	< 0.1%
-0.1865789608	1	< 0.1%
-0.1810419147	1	< 0.1%

Value	Count	Frequency (%)
0.4968232912	1	< 0.1%
0.4446653413	1	< 0.1%
0.4214920758	1	< 0.1%
0.3837647444	1	< 0.1%
0.257724128	1	< 0.1%
0.2518169659	1	< 0.1%
0.2495751835	1	< 0.1%
0.2402632528	1	< 0.1%
0.2285863874	1	< 0.1%
0.2118644068	1	< 0.1%

buy_indicator
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	16.7 KiB

0.0	1855
1.0	263

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6354
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	1855	87.5%
1.0	263	12.4%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	1855	87.6%
1.0	263	12.4%

Most occurring characters

Value	Count	Frequency (%)
0	3973	62.5%
.	2118	33.3%
1	263	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4236	66.7%
Other Punctuation	2118	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3973	93.8%
1	263	6.2%

Other Punctuation

Value	Count	Frequency (%)
.	2118	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6354	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3973	62.5%
.	2118	33.3%
1	263	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6354	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3973	62.5%
.	2118	33.3%
1	263	4.1%

close_buy_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	1856
1.0	263

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6357
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	1856	87.6%
1.0	263	12.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	1856	87.6%
1.0	263	12.4%

Most occurring characters

Value	Count	Frequency (%)
0	3975	62.5%
.	2119	33.3%
1	263	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4238	66.7%
Other Punctuation	2119	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3975	93.8%
1	263	6.2%

Other Punctuation

Value	Count	Frequency (%)
.	2119	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6357	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3975	62.5%
.	2119	33.3%
1	263	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6357	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3975	62.5%
.	2119	33.3%
1	263	4.1%

short_indicator
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	16.7 KiB

0.0	1843
-1.0	275

Length

Max length	4
Median length	3
Mean length	3.129839471
Min length	3

Characters and Unicode

Total characters	6629
Distinct characters	4
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	-1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1843	87.0%
-1.0	275	13.0%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	1843	87.0%
1.0	275	13.0%

Most occurring characters

Value	Count	Frequency (%)
0	3961	59.8%
.	2118	32.0%
-	275	4.1%
1	275	4.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4236	63.9%
Other Punctuation	2118	32.0%
Dash Punctuation	275	4.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3961	93.5%
1	275	6.5%

Other Punctuation

Value	Count	Frequency (%)
.	2118	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	275	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6629	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3961	59.8%
.	2118	32.0%
-	275	4.1%
1	275	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6629	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3961	59.8%
.	2118	32.0%
-	275	4.1%
1	275	4.1%

close_short_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	1843
-1.0	276

Length

Max length	4
Median length	3
Mean length	3.130250118
Min length	3

Characters and Unicode

Total characters	6633
Distinct characters	4
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-1.0
2nd row	0.0
3rd row	0.0
4th row	-1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1843	87.0%
-1.0	276	13.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	1843	87.0%
1.0	276	13.0%

Most occurring characters

Value	Count	Frequency (%)
0	3962	59.7%
.	2119	31.9%
-	276	4.2%
1	276	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4238	63.9%
Other Punctuation	2119	31.9%
Dash Punctuation	276	4.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3962	93.5%
1	276	6.5%

Dash Punctuation

Value	Count	Frequency (%)
-	276	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2119	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6633	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3962	59.7%
.	2119	31.9%
-	276	4.2%
1	276	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6633	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3962	59.7%
.	2119	31.9%
-	276	4.2%
1	276	4.2%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	level_0	df_index	time	open	high	low	close	volume	sma5-20	sma8-15	sma20-50	ema5-20	macd	ao14	adx14	wd14	ppo12-26	rsi14	mfi14	tsi	so14	cmo14	atrp14	pvo12-26	adl	obv	fi13	fi50	market_cap	return	buy_indicator	close_buy_indicator	short_indicator	close_short_indicator
0	94	94	2016-06-13 00:00:00	15.858	18.280	15.857	18.081	6.724690e+05	1.51900	0.765969	1.514146	1.748554	1.101991	85.714286	31.402092	47.670098	8.050456	76.059496	0.823341	29.078122	89.808923	61.909161	19.964450	21.006359	1.780144e+06	2.205917e+06	3.059401e+05	109753.780471	1.215891e+07	-0.122947	0.0	0.0	0.0	-1.0
1	95	95	2016-06-14 00:00:00	18.100	19.410	16.000	18.510	8.284903e+05	2.09375	0.984749	1.696444	2.214335	1.316850	92.857143	33.624871	47.980849	9.375317	77.203248	0.855830	33.621804	88.210944	72.857143	19.959701	33.763266	2.171308e+06	3.034407e+06	3.130090e+05	119387.841052	1.533535e+07	-0.022150	0.0	0.0	0.0	0.0
2	96	96	2016-06-15 00:00:00	18.510	19.100	17.550	18.866	2.809852e+05	2.73815	1.140898	1.868139	2.509742	1.498561	85.714286	35.688879	40.766460	10.404380	78.136700	0.863014	37.513032	89.121426	74.082136	20.130655	29.110159	2.367454e+06	3.315393e+06	2.825835e+05	118628.739286	5.301068e+06	-0.018870	0.0	0.0	-1.0	0.0
3	97	97	2016-06-16 00:00:00	19.000	21.500	18.591	21.442	6.997642e+05	3.62875	1.465918	2.152609	3.221566	1.829238	92.857143	38.265232	55.833959	12.256334	83.425341	0.911303	43.345446	92.508816	81.768073	19.019165	33.937547	3.039314e+06	4.015157e+06	4.997276e+05	184666.535657	1.500434e+07	-0.113889	1.0	0.0	0.0	-1.0
4	98	98	2016-06-17 00:00:00	21.439	21.690	11.510	14.323	3.365261e+06	3.21050	0.954269	1.998302	1.853676	1.499829	85.714286	35.794374	-14.540567	10.079334	48.505270	0.515470	30.944441	70.883415	3.577039	30.287137	63.349934	1.533873e+06	6.498960e+05	-2.994132e+06	-762076.892066	4.820063e+07	0.496823	1.0	1.0	0.0	0.0
5	99	99	2016-06-18 00:00:00	14.338	14.640	10.133	12.440	2.492089e+06	2.07730	0.396487	1.752571	0.521429	1.074505	-14.285714	34.079520	-20.031197	7.309859	43.337990	0.411986	19.975062	53.909586	-7.757867	37.553829	65.484235	1.593037e+06	-1.842193e+06	-3.236771e+06	-916215.174994	3.100158e+07	0.152572	0.0	1.0	0.0	0.0
6	100	100	2016-06-19 00:00:00	12.437	13.361	11.570	12.360	5.906076e+05	0.86680	-0.001906	1.528004	-0.317748	0.722651	-21.428571	32.487156	-17.577658	4.974868	43.127780	0.437594	12.722875	42.362960	-9.049029	40.349371	54.971103	1.523457e+06	-2.432800e+06	-2.781125e+06	-882138.054734	7.299910e+06	0.006230	0.0	0.0	0.0	0.0
7	101	101	2016-06-20 00:00:00	12.361	12.364	10.510	11.741	7.587751e+05	-0.44225	-0.333162	1.292836	-0.961208	0.389386	-28.571429	31.449196	-22.051895	2.719243	41.452373	0.409578	6.827605	32.879855	-16.355423	45.348302	47.186320	1.772289e+06	-3.191575e+06	-2.450919e+06	-865963.298852	8.908778e+06	0.052806	0.0	0.0	-1.0	0.0
8	102	102	2016-06-21 00:00:00	11.682	14.888	11.200	14.671	7.452056e+05	-1.84420	-0.264485	1.245860	-0.621200	0.357499	-28.571429	29.204163	-3.063563	2.492029	51.129970	0.435034	5.842074	35.008652	0.703450	38.425190	40.509273	2.429800e+06	-2.446370e+06	-1.788866e+06	-746378.373332	1.093291e+07	-0.203735	1.0	0.0	0.0	-1.0
9	103	103	2016-06-22 00:00:00	14.800	15.900	12.770	12.969	1.151270e+06	-2.07540	-0.375872	1.106059	-0.801629	0.192711	-28.571429	27.557004	3.299025	1.352961	46.338420	0.477673	3.182802	31.518848	-5.691494	45.708705	37.949509	1.424921e+06	-3.597640e+06	-1.813237e+06	-793950.264025	1.493082e+07	0.141183	0.0	1.0	0.0	0.0

Last rows

	level_0	df_index	time	open	high	low	close	volume	sma5-20	sma8-15	sma20-50	ema5-20	macd	ao14	adx14	wd14	ppo12-26	rsi14	mfi14	tsi	so14	cmo14	atrp14	pvo12-26	adl	obv	fi13	fi50	market_cap	return	buy_indicator	short_indicator	close_short_indicator
2109	2203	2203	2022-03-23 00:00:00	2969.00	3047.76	2920.40	3037.87	265504.797597	219.9870	68.836855	-43.017673	139.505308	53.057495	71.428571	18.018292	11.728841	1.897535	61.603490	0.736364	8.406842	85.672720	52.287669	15.912267	-3.270787	1.486130e+06	1.893094e+07	1.160418e+07	1.282761e+06	8.065691e+08	-0.022670	0.0	0.0	0.0
2110	2204	2204	2022-03-24 00:00:00	3036.00	3131.42	3000.57	3110.88	375266.263119	227.3045	81.156817	-24.215098	165.744869	70.003255	78.571429	18.047558	17.296833	2.482876	64.115625	0.842855	11.320799	89.386240	66.002428	15.793859	0.805380	1.486130e+06	1.930620e+07	1.386047e+07	2.306896e+06	1.167408e+09	-0.024070	0.0	0.0	0.0
2111	2205	2205	2022-03-25 00:00:00	3110.50	3195.49	3076.18	3104.15	321542.096640	253.7385	86.632574	-8.156968	174.707782	81.945223	78.571429	18.479018	20.717949	2.884855	63.701891	0.913888	13.611541	88.627546	64.137617	16.065437	2.268926	1.486130e+06	1.898466e+07	1.157126e+07	2.131567e+06	9.981149e+08	0.002046	0.0	0.0	0.0
2112	2206	2206	2022-03-26 00:00:00	3103.91	3154.47	3086.20	3146.44	86976.660522	280.8000	92.064199	8.201713	184.636753	93.741178	92.857143	18.879660	18.709646	3.274010	65.220640	0.934977	15.994099	90.111062	76.524031	16.147657	-3.684824	1.486130e+06	1.907164e+07	1.044369e+07	2.192221e+06	2.736668e+08	-0.013517	0.0	-1.0	0.0
2113	2207	2207	2022-03-27 00:00:00	3145.30	3299.99	3127.74	3296.29	162547.118813	305.7045	107.772132	30.786330	220.442743	113.868594	92.857143	20.089585	28.819189	3.932914	70.009094	0.961896	19.638000	93.253399	78.508684	15.842599	-6.231705	1.486130e+06	1.923418e+07	1.243140e+07	3.061455e+06	5.358024e+08	-0.045806	0.0	0.0	-1.0
2114	2208	2208	2022-03-28 00:00:00	3296.14	3437.24	3274.60	3334.47	312222.356102	327.1365	119.180527	52.442663	244.132301	131.385987	92.857143	21.835026	36.836327	4.487523	71.100843	0.963935	23.006411	91.823184	78.727713	16.074849	-3.250339	1.486130e+06	1.954641e+07	1.235844e+07	3.408875e+06	1.041096e+09	-0.011495	0.0	0.0	0.0
2115	2209	2209	2022-03-29 00:00:00	3332.50	3483.87	3330.30	3401.71	253945.351969	351.5975	130.171226	74.839186	266.680533	148.977039	92.857143	23.643174	35.981846	5.028064	72.967224	0.964846	26.457568	91.435076	76.432142	15.947784	-2.788055	1.486130e+06	1.980035e+07	1.303227e+07	3.944812e+06	8.638484e+08	-0.020346	0.0	0.0	0.0
2116	2210	2210	2022-03-30 00:00:00	3401.70	3448.62	3333.80	3386.75	178451.035238	369.2400	132.580696	93.190452	268.253100	159.868068	85.714286	25.322170	31.747421	5.339069	71.855332	0.908867	29.008977	89.914152	71.869683	16.108313	-4.862760	1.486130e+06	1.962190e+07	1.078914e+07	3.685423e+06	6.043690e+08	0.004414	0.0	0.0	0.0
2117	2211	2211	2022-03-31 00:00:00	3386.69	3447.03	3258.40	3278.73	270195.175105	359.5825	120.035732	102.743269	234.966614	157.962087	64.285714	26.025049	20.438829	5.238557	64.242996	0.826385	29.102512	83.751496	43.539514	16.625356	-3.426993	1.486130e+06	1.935170e+07	5.078340e+06	2.396328e+06	8.858970e+08	0.032927	0.0	-1.0	0.0
2118	2212	2212	2022-04-01 00:00:00	3282.83	3482.90	3210.91	3454.00	322277.329337	346.8895	125.204000	120.482671	249.160745	168.650311	85.714286	26.172217	12.853572	5.533392	69.828300	0.821698	30.939426	87.669723	53.317037	15.877817	-0.617588	1.486130e+06	1.967398e+07	1.242223e+07	4.517474e+06	1.113146e+09	-0.049557	NaN	NaN	-1.0

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ